Dataset statistics
| Number of variables | 33 |
|---|---|
| Number of observations | 800 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.0 MiB |
| Average record size in memory | 1.3 KiB |
Variable types
| Numeric | 14 |
|---|---|
| Categorical | 18 |
| Boolean | 1 |
months_as_customer is highly overall correlated with age | High correlation |
age is highly overall correlated with months_as_customer | High correlation |
total_claim_amount is highly overall correlated with injury_claim and 4 other fields | High correlation |
injury_claim is highly overall correlated with total_claim_amount and 4 other fields | High correlation |
property_claim is highly overall correlated with total_claim_amount and 4 other fields | High correlation |
vehicle_claim is highly overall correlated with total_claim_amount and 4 other fields | High correlation |
number_of_vehicles_involved is highly overall correlated with incident_type | High correlation |
incident_type is highly overall correlated with total_claim_amount and 5 other fields | High correlation |
collision_type is highly overall correlated with total_claim_amount and 4 other fields | High correlation |
auto_make is highly overall correlated with auto_model | High correlation |
auto_model is highly overall correlated with auto_make | High correlation |
policy_number has unique values | Unique |
umbrella_limit has 639 (79.9%) zeros | Zeros |
capital-gains has 414 (51.7%) zeros | Zeros |
capital-loss has 383 (47.9%) zeros | Zeros |
incident_hour_of_the_day has 43 (5.4%) zeros | Zeros |
injury_claim has 18 (2.2%) zeros | Zeros |
property_claim has 16 (2.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-07-30 12:39:36.901259 |
|---|---|
| Analysis finished | 2023-07-30 12:40:21.474128 |
| Duration | 44.57 seconds |
| Software version | ydata-profiling vv4.3.1 |
| Download configuration | config.json |
months_as_customer
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 360 |
|---|---|
| Distinct (%) | 45.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 204.00125 |
| Minimum | 0 |
|---|---|
| Maximum | 479 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 27 |
| Q1 | 115.75 |
| median | 202 |
| Q3 | 276 |
| 95-th percentile | 428 |
| Maximum | 479 |
| Range | 479 |
| Interquartile range (IQR) | 160.25 |
Descriptive statistics
| Standard deviation | 114.30895 |
|---|---|
| Coefficient of variation (CV) | 0.56033458 |
| Kurtosis | -0.47826313 |
| Mean | 204.00125 |
| Median Absolute Deviation (MAD) | 80.5 |
| Skewness | 0.34434294 |
| Sum | 163201 |
| Variance | 13066.537 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 254 | 7 | 0.9% |
| 210 | 6 | 0.8% |
| 239 | 6 | 0.8% |
| 257 | 6 | 0.8% |
| 222 | 6 | 0.8% |
| 61 | 6 | 0.8% |
| 140 | 6 | 0.8% |
| 246 | 6 | 0.8% |
| 194 | 6 | 0.8% |
| 289 | 6 | 0.8% |
| Other values (350) | 739 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 1 | 3 | |
| 2 | 2 | |
| 3 | 2 | |
| 4 | 2 | |
| 5 | 1 | 0.1% |
| 6 | 1 | 0.1% |
| 7 | 1 | 0.1% |
| 8 | 3 | |
| 9 | 2 |
| Value | Count | Frequency (%) |
| 479 | 1 | |
| 478 | 2 | |
| 476 | 1 | |
| 475 | 2 | |
| 472 | 1 | |
| 468 | 1 | |
| 465 | 1 | |
| 463 | 1 | |
| 461 | 2 | |
| 460 | 1 |
age
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 45 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.01625 |
| Minimum | 20 |
|---|---|
| Maximum | 64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.4 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 26 |
| Q1 | 32 |
| median | 38.5 |
| Q3 | 44.25 |
| 95-th percentile | 57 |
| Maximum | 64 |
| Range | 44 |
| Interquartile range (IQR) | 12.25 |
Descriptive statistics
| Standard deviation | 9.1112433 |
|---|---|
| Coefficient of variation (CV) | 0.23352432 |
| Kurtosis | -0.25410327 |
| Mean | 39.01625 |
| Median Absolute Deviation (MAD) | 6.5 |
| Skewness | 0.45435178 |
| Sum | 31213 |
| Variance | 83.014754 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 41 | 40 | 5.0% |
| 39 | 39 | 4.9% |
| 43 | 38 | 4.8% |
| 38 | 37 | 4.6% |
| 31 | 33 | 4.1% |
| 34 | 32 | 4.0% |
| 30 | 32 | 4.0% |
| 33 | 31 | 3.9% |
| 40 | 30 | 3.8% |
| 37 | 30 | 3.8% |
| Other values (35) | 458 |
| Value | Count | Frequency (%) |
| 20 | 1 | 0.1% |
| 21 | 6 | 0.8% |
| 22 | 1 | 0.1% |
| 23 | 5 | 0.6% |
| 24 | 9 | 1.1% |
| 25 | 11 | 1.4% |
| 26 | 19 | |
| 27 | 20 | |
| 28 | 25 | |
| 29 | 28 |
| Value | Count | Frequency (%) |
| 64 | 2 | 0.2% |
| 63 | 2 | 0.2% |
| 62 | 3 | 0.4% |
| 61 | 9 | |
| 60 | 6 | |
| 59 | 2 | 0.2% |
| 58 | 4 | 0.5% |
| 57 | 14 | |
| 56 | 7 | |
| 55 | 13 |
policy_number
Real number (ℝ)
UNIQUE 
| Distinct | 800 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 544664.69 |
| Minimum | 100804 |
|---|---|
| Maximum | 999435 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.4 KiB |
Quantile statistics
| Minimum | 100804 |
|---|---|
| 5-th percentile | 143600.15 |
| Q1 | 330473 |
| median | 533940.5 |
| Q3 | 757918 |
| 95-th percentile | 952351.7 |
| Maximum | 999435 |
| Range | 898631 |
| Interquartile range (IQR) | 427445 |
Descriptive statistics
| Standard deviation | 257844.8 |
|---|---|
| Coefficient of variation (CV) | 0.47340098 |
| Kurtosis | -1.1484346 |
| Mean | 544664.69 |
| Median Absolute Deviation (MAD) | 218731.5 |
| Skewness | 0.028276243 |
| Sum | 4.3573176 × 108 |
| Variance | 6.648394 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 669501 | 1 | 0.1% |
| 599174 | 1 | 0.1% |
| 913337 | 1 | 0.1% |
| 118236 | 1 | 0.1% |
| 283414 | 1 | 0.1% |
| 307447 | 1 | 0.1% |
| 542245 | 1 | 0.1% |
| 458829 | 1 | 0.1% |
| 587498 | 1 | 0.1% |
| 844007 | 1 | 0.1% |
| Other values (790) | 790 |
| Value | Count | Frequency (%) |
| 100804 | 1 | |
| 104594 | 1 | |
| 106186 | 1 | |
| 107181 | 1 | |
| 108270 | 1 | |
| 108844 | 1 | |
| 109392 | 1 | |
| 110084 | 1 | |
| 110122 | 1 | |
| 110143 | 1 |
| Value | Count | Frequency (%) |
| 999435 | 1 | |
| 998192 | 1 | |
| 996850 | 1 | |
| 996253 | 1 | |
| 994538 | 1 | |
| 993840 | 1 | |
| 992145 | 1 | |
| 990998 | 1 | |
| 990493 | 1 | |
| 987524 | 1 |
policy_deductable
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 53.6 KiB |
| 500 | |
|---|---|
| 1000 | |
| 2000 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.65375 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2923 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 500 |
|---|---|
| 2nd row | 2000 |
| 3rd row | 500 |
| 4th row | 500 |
| 5th row | 1000 |
Common Values
| Value | Count | Frequency (%) |
| 500 | 277 | |
| 1000 | 268 | |
| 2000 | 255 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 500 | 277 | |
| 1000 | 268 | |
| 2000 | 255 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2123 | |
| 5 | 277 | 9.5% |
| 1 | 268 | 9.2% |
| 2 | 255 | 8.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2923 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2123 | |
| 5 | 277 | 9.5% |
| 1 | 268 | 9.2% |
| 2 | 255 | 8.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2923 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2123 | |
| 5 | 277 | 9.5% |
| 1 | 268 | 9.2% |
| 2 | 255 | 8.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2923 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2123 | |
| 5 | 277 | 9.5% |
| 1 | 268 | 9.2% |
| 2 | 255 | 8.7% |
policy_annual_premium
Real number (ℝ)
| Distinct | 528 |
|---|---|
| Distinct (%) | 66.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1257.7175 |
| Minimum | 433 |
|---|---|
| Maximum | 2047 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.4 KiB |
Quantile statistics
| Minimum | 433 |
|---|---|
| 5-th percentile | 862 |
| Q1 | 1097 |
| median | 1265 |
| Q3 | 1406 |
| 95-th percentile | 1655.45 |
| Maximum | 2047 |
| Range | 1614 |
| Interquartile range (IQR) | 309 |
Descriptive statistics
| Standard deviation | 241.70324 |
|---|---|
| Coefficient of variation (CV) | 0.1921761 |
| Kurtosis | 0.18112122 |
| Mean | 1257.7175 |
| Median Absolute Deviation (MAD) | 155.5 |
| Skewness | 0.019515483 |
| Sum | 1006174 |
| Variance | 58420.456 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1124 | 6 | 0.8% |
| 1281 | 6 | 0.8% |
| 1270 | 4 | 0.5% |
| 1255 | 4 | 0.5% |
| 1338 | 4 | 0.5% |
| 1238 | 4 | 0.5% |
| 1074 | 4 | 0.5% |
| 1141 | 4 | 0.5% |
| 1257 | 4 | 0.5% |
| 1362 | 4 | 0.5% |
| Other values (518) | 756 |
| Value | Count | Frequency (%) |
| 433 | 1 | |
| 484 | 1 | |
| 538 | 1 | |
| 617 | 1 | |
| 625 | 1 | |
| 664 | 1 | |
| 671 | 1 | |
| 708 | 1 | |
| 719 | 1 | |
| 722 | 1 |
| Value | Count | Frequency (%) |
| 2047 | 1 | |
| 1969 | 1 | |
| 1935 | 1 | |
| 1927 | 1 | |
| 1922 | 1 | |
| 1878 | 1 | |
| 1865 | 1 | |
| 1863 | 1 | |
| 1861 | 1 | |
| 1848 | 1 |
umbrella_limit
Real number (ℝ)
ZEROS 
| Distinct | 11 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1077500 |
| Minimum | -1000000 |
|---|---|
| Maximum | 10000000 |
| Zeros | 639 |
| Zeros (%) | 79.9% |
| Negative | 1 |
| Negative (%) | 0.1% |
| Memory size | 12.5 KiB |
Quantile statistics
| Minimum | -1000000 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6000000 |
| Maximum | 10000000 |
| Range | 11000000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2257291.1 |
|---|---|
| Coefficient of variation (CV) | 2.0949337 |
| Kurtosis | 1.7839612 |
| Mean | 1077500 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.8114171 |
| Sum | 8.62 × 108 |
| Variance | 5.095363 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 639 | |
| 6000000 | 46 | 5.8% |
| 5000000 | 34 | 4.2% |
| 4000000 | 33 | 4.1% |
| 7000000 | 23 | 2.9% |
| 3000000 | 11 | 1.4% |
| 8000000 | 6 | 0.8% |
| 9000000 | 3 | 0.4% |
| 2000000 | 3 | 0.4% |
| -1000000 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| -1000000 | 1 | 0.1% |
| 0 | 639 | |
| 2000000 | 3 | 0.4% |
| 3000000 | 11 | 1.4% |
| 4000000 | 33 | 4.1% |
| 5000000 | 34 | 4.2% |
| 6000000 | 46 | 5.8% |
| 7000000 | 23 | 2.9% |
| 8000000 | 6 | 0.8% |
| 9000000 | 3 | 0.4% |
| Value | Count | Frequency (%) |
| 10000000 | 1 | 0.1% |
| 9000000 | 3 | 0.4% |
| 8000000 | 6 | 0.8% |
| 7000000 | 23 | 2.9% |
| 6000000 | 46 | 5.8% |
| 5000000 | 34 | 4.2% |
| 4000000 | 33 | 4.1% |
| 3000000 | 11 | 1.4% |
| 2000000 | 3 | 0.4% |
| 0 | 639 |
insured_zip
Real number (ℝ)
| Distinct | 796 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 502376.07 |
| Minimum | 430104 |
|---|---|
| Maximum | 620962 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.4 KiB |
Quantile statistics
| Minimum | 430104 |
|---|---|
| 5-th percentile | 433143.95 |
| Q1 | 448692.25 |
| median | 466704.5 |
| Q3 | 603417.5 |
| 95-th percentile | 617721.9 |
| Maximum | 620962 |
| Range | 190858 |
| Interquartile range (IQR) | 154725.25 |
Descriptive statistics
| Standard deviation | 72297.681 |
|---|---|
| Coefficient of variation (CV) | 0.14391147 |
| Kurtosis | -1.2617147 |
| Mean | 502376.07 |
| Median Absolute Deviation (MAD) | 23117 |
| Skewness | 0.77465227 |
| Sum | 4.0190086 × 108 |
| Variance | 5.2269546 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 469429 | 2 | 0.2% |
| 477695 | 2 | 0.2% |
| 431202 | 2 | 0.2% |
| 456602 | 2 | 0.2% |
| 449421 | 1 | 0.1% |
| 613945 | 1 | 0.1% |
| 432896 | 1 | 0.1% |
| 603248 | 1 | 0.1% |
| 462377 | 1 | 0.1% |
| 602670 | 1 | 0.1% |
| Other values (786) | 786 |
| Value | Count | Frequency (%) |
| 430104 | 1 | |
| 430141 | 1 | |
| 430232 | 1 | |
| 430380 | 1 | |
| 430567 | 1 | |
| 430621 | 1 | |
| 430632 | 1 | |
| 430665 | 1 | |
| 430714 | 1 | |
| 430832 | 1 |
| Value | Count | Frequency (%) |
| 620962 | 1 | |
| 620869 | 1 | |
| 620819 | 1 | |
| 620757 | 1 | |
| 620737 | 1 | |
| 620507 | 1 | |
| 620493 | 1 | |
| 620473 | 1 | |
| 620207 | 1 | |
| 620197 | 1 |
capital-gains
Real number (ℝ)
ZEROS 
| Distinct | 285 |
|---|---|
| Distinct (%) | 35.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24541.625 |
| Minimum | 0 |
|---|---|
| Maximum | 100500 |
| Zeros | 414 |
| Zeros (%) | 51.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 50400 |
| 95-th percentile | 69520 |
| Maximum | 100500 |
| Range | 100500 |
| Interquartile range (IQR) | 50400 |
Descriptive statistics
| Standard deviation | 27683 |
|---|---|
| Coefficient of variation (CV) | 1.1280019 |
| Kurtosis | -1.2473234 |
| Mean | 24541.625 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.5069596 |
| Sum | 19633300 |
| Variance | 7.6634852 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 414 | |
| 68500 | 4 | 0.5% |
| 51500 | 4 | 0.5% |
| 63100 | 3 | 0.4% |
| 51100 | 3 | 0.4% |
| 45700 | 3 | 0.4% |
| 58500 | 3 | 0.4% |
| 46300 | 3 | 0.4% |
| 45500 | 3 | 0.4% |
| 59600 | 3 | 0.4% |
| Other values (275) | 357 |
| Value | Count | Frequency (%) |
| 0 | 414 | |
| 800 | 1 | 0.1% |
| 10000 | 1 | 0.1% |
| 11000 | 1 | 0.1% |
| 12100 | 1 | 0.1% |
| 13100 | 1 | 0.1% |
| 14100 | 1 | 0.1% |
| 16100 | 1 | 0.1% |
| 17600 | 1 | 0.1% |
| 20200 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 100500 | 1 | |
| 98800 | 1 | |
| 94800 | 1 | |
| 91900 | 1 | |
| 90700 | 1 | |
| 88400 | 1 | |
| 87800 | 1 | |
| 84900 | 1 | |
| 83900 | 1 | |
| 82600 | 1 |
capital-loss
Real number (ℝ)
ZEROS 
| Distinct | 305 |
|---|---|
| Distinct (%) | 38.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -26499.875 |
| Minimum | -111100 |
|---|---|
| Maximum | 0 |
| Zeros | 383 |
| Zeros (%) | 47.9% |
| Negative | 417 |
| Negative (%) | 52.1% |
| Memory size | 9.4 KiB |
Quantile statistics
| Minimum | -111100 |
|---|---|
| 5-th percentile | -72005 |
| Q1 | -51025 |
| median | -21200 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 111100 |
| Interquartile range (IQR) | 51025 |
Descriptive statistics
| Standard deviation | 27953.003 |
|---|---|
| Coefficient of variation (CV) | -1.0548353 |
| Kurtosis | -1.2917047 |
| Mean | -26499.875 |
| Median Absolute Deviation (MAD) | 21200 |
| Skewness | -0.40163292 |
| Sum | -21199900 |
| Variance | 7.8137038 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 383 | |
| -51000 | 4 | 0.5% |
| -32800 | 4 | 0.5% |
| -53800 | 4 | 0.5% |
| -50300 | 4 | 0.5% |
| -53700 | 4 | 0.5% |
| -64500 | 3 | 0.4% |
| -45800 | 3 | 0.4% |
| -45300 | 3 | 0.4% |
| -61000 | 3 | 0.4% |
| Other values (295) | 385 |
| Value | Count | Frequency (%) |
| -111100 | 1 | |
| -91400 | 1 | |
| -91200 | 1 | |
| -90600 | 1 | |
| -90200 | 1 | |
| -90100 | 1 | |
| -89400 | 1 | |
| -88300 | 1 | |
| -87300 | 1 | |
| -83200 | 1 |
| Value | Count | Frequency (%) |
| 0 | 383 | |
| -5700 | 1 | 0.1% |
| -6300 | 1 | 0.1% |
| -8500 | 1 | 0.1% |
| -10600 | 1 | 0.1% |
| -13200 | 1 | 0.1% |
| -13800 | 1 | 0.1% |
| -15600 | 1 | 0.1% |
| -15700 | 2 | 0.2% |
| -15900 | 1 | 0.1% |
incident_hour_of_the_day
Real number (ℝ)
ZEROS 
| Distinct | 24 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.56875 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 43 |
| Zeros (%) | 5.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 12 |
| Q3 | 17 |
| 95-th percentile | 23 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 6.9039738 |
|---|---|
| Coefficient of variation (CV) | 0.59677786 |
| Kurtosis | -1.1734177 |
| Mean | 11.56875 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.016720534 |
| Sum | 9255 |
| Variance | 47.664855 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 43 | 5.4% |
| 3 | 43 | 5.4% |
| 23 | 42 | 5.2% |
| 10 | 41 | 5.1% |
| 16 | 40 | 5.0% |
| 9 | 39 | 4.9% |
| 17 | 39 | 4.9% |
| 6 | 38 | 4.8% |
| 21 | 36 | 4.5% |
| 13 | 36 | 4.5% |
| Other values (14) | 403 |
| Value | Count | Frequency (%) |
| 0 | 43 | |
| 1 | 22 | |
| 2 | 23 | |
| 3 | 43 | |
| 4 | 35 | |
| 5 | 24 | |
| 6 | 38 | |
| 7 | 35 | |
| 8 | 29 | |
| 9 | 39 |
| Value | Count | Frequency (%) |
| 23 | 42 | |
| 22 | 23 | |
| 21 | 36 | |
| 20 | 26 | |
| 19 | 34 | |
| 18 | 35 | |
| 17 | 39 | |
| 16 | 40 | |
| 15 | 29 | |
| 14 | 34 |
number_of_vehicles_involved
Categorical
HIGH CORRELATION 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 51.6 KiB |
| 1 | |
|---|---|
| 3 | |
| 4 | 25 |
| 2 | 23 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 800 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 3 |
| 3rd row | 1 |
| 4th row | 4 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 466 | |
| 3 | 286 | |
| 4 | 25 | 3.1% |
| 2 | 23 | 2.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 466 | |
| 3 | 286 | |
| 4 | 25 | 3.1% |
| 2 | 23 | 2.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 466 | |
| 3 | 286 | |
| 4 | 25 | 3.1% |
| 2 | 23 | 2.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 466 | |
| 3 | 286 | |
| 4 | 25 | 3.1% |
| 2 | 23 | 2.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 800 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 466 | |
| 3 | 286 | |
| 4 | 25 | 3.1% |
| 2 | 23 | 2.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 800 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 466 | |
| 3 | 286 | |
| 4 | 25 | 3.1% |
| 2 | 23 | 2.9% |
bodily_injuries
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 51.6 KiB |
| 0 | |
|---|---|
| 2 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 800 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 2 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 276 | |
| 2 | 272 | |
| 1 | 252 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 276 | |
| 2 | 272 | |
| 1 | 252 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 276 | |
| 2 | 272 | |
| 1 | 252 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 276 | |
| 2 | 272 | |
| 1 | 252 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 800 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 276 | |
| 2 | 272 | |
| 1 | 252 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 800 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 276 | |
| 2 | 272 | |
| 1 | 252 |
witnesses
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 51.6 KiB |
| 1 | |
|---|---|
| 2 | |
| 0 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 800 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 3 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 208 | |
| 2 | 204 | |
| 0 | 196 | |
| 3 | 192 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 208 | |
| 2 | 204 | |
| 0 | 196 | |
| 3 | 192 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 208 | |
| 2 | 204 | |
| 0 | 196 | |
| 3 | 192 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 800 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 208 | |
| 2 | 204 | |
| 0 | 196 | |
| 3 | 192 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 800 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 208 | |
| 2 | 204 | |
| 0 | 196 | |
| 3 | 192 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 800 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 208 | |
| 2 | 204 | |
| 0 | 196 | |
| 3 | 192 |
total_claim_amount
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 639 |
|---|---|
| Distinct (%) | 79.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52173.8 |
| Minimum | 1920 |
|---|---|
| Maximum | 114920 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.4 KiB |
Quantile statistics
| Minimum | 1920 |
|---|---|
| 5-th percentile | 4300 |
| Q1 | 39950 |
| median | 57700 |
| Q3 | 70425 |
| 95-th percentile | 90012 |
| Maximum | 114920 |
| Range | 113000 |
| Interquartile range (IQR) | 30475 |
Descriptive statistics
| Standard deviation | 27072.205 |
|---|---|
| Coefficient of variation (CV) | 0.51888506 |
| Kurtosis | -0.57864658 |
| Mean | 52173.8 |
| Median Absolute Deviation (MAD) | 14830 |
| Skewness | -0.52770402 |
| Sum | 41739040 |
| Variance | 7.3290431 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 58500 | 4 | 0.5% |
| 3190 | 4 | 0.5% |
| 70400 | 4 | 0.5% |
| 59400 | 4 | 0.5% |
| 44200 | 4 | 0.5% |
| 4700 | 3 | 0.4% |
| 5000 | 3 | 0.4% |
| 64080 | 3 | 0.4% |
| 64800 | 3 | 0.4% |
| 5060 | 3 | 0.4% |
| Other values (629) | 765 |
| Value | Count | Frequency (%) |
| 1920 | 1 | 0.1% |
| 2160 | 1 | 0.1% |
| 2250 | 1 | 0.1% |
| 2400 | 1 | 0.1% |
| 2520 | 1 | 0.1% |
| 2640 | 3 | |
| 2700 | 1 | 0.1% |
| 2800 | 1 | 0.1% |
| 2860 | 1 | 0.1% |
| 2970 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 114920 | 1 | |
| 112320 | 1 | |
| 108480 | 1 | |
| 108030 | 1 | |
| 107900 | 1 | |
| 105820 | 1 | |
| 105040 | 1 | |
| 104610 | 1 | |
| 101860 | 1 | |
| 101010 | 1 |
injury_claim
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 552 |
|---|---|
| Distinct (%) | 69.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7373.5625 |
| Minimum | 0 |
|---|---|
| Maximum | 21450 |
| Zeros | 18 |
| Zeros (%) | 2.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 460 |
| Q1 | 4065 |
| median | 6675 |
| Q3 | 11330 |
| 95-th percentile | 15786 |
| Maximum | 21450 |
| Range | 21450 |
| Interquartile range (IQR) | 7265 |
Descriptive statistics
| Standard deviation | 4947.4594 |
|---|---|
| Coefficient of variation (CV) | 0.67097273 |
| Kurtosis | -0.76629945 |
| Mean | 7373.5625 |
| Median Absolute Deviation (MAD) | 3905 |
| Skewness | 0.29576017 |
| Sum | 5898850 |
| Variance | 24477354 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 18 | 2.2% |
| 640 | 6 | 0.8% |
| 480 | 6 | 0.8% |
| 1180 | 5 | 0.6% |
| 860 | 5 | 0.6% |
| 5540 | 5 | 0.6% |
| 780 | 5 | 0.6% |
| 660 | 5 | 0.6% |
| 580 | 5 | 0.6% |
| 6340 | 5 | 0.6% |
| Other values (542) | 735 |
| Value | Count | Frequency (%) |
| 0 | 18 | |
| 220 | 1 | 0.1% |
| 250 | 1 | 0.1% |
| 280 | 2 | 0.2% |
| 290 | 1 | 0.1% |
| 300 | 2 | 0.2% |
| 330 | 2 | 0.2% |
| 360 | 1 | 0.1% |
| 390 | 1 | 0.1% |
| 400 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 21450 | 1 | |
| 21330 | 1 | |
| 20700 | 1 | |
| 19020 | 1 | |
| 18520 | 1 | |
| 18220 | 1 | |
| 18180 | 1 | |
| 18080 | 1 | |
| 18000 | 1 | |
| 17880 | 1 |
property_claim
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 540 |
|---|---|
| Distinct (%) | 67.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7324.225 |
| Minimum | 0 |
|---|---|
| Maximum | 23670 |
| Zeros | 16 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 449.5 |
| Q1 | 4270 |
| median | 6700 |
| Q3 | 10940 |
| 95-th percentile | 15561 |
| Maximum | 23670 |
| Range | 23670 |
| Interquartile range (IQR) | 6670 |
Descriptive statistics
| Standard deviation | 4890.63 |
|---|---|
| Coefficient of variation (CV) | 0.66773344 |
| Kurtosis | -0.42559132 |
| Mean | 7324.225 |
| Median Absolute Deviation (MAD) | 3565 |
| Skewness | 0.39144091 |
| Sum | 5859380 |
| Variance | 23918261 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16 | 2.0% |
| 11080 | 5 | 0.6% |
| 10000 | 5 | 0.6% |
| 860 | 5 | 0.6% |
| 6340 | 4 | 0.5% |
| 660 | 4 | 0.5% |
| 4420 | 4 | 0.5% |
| 480 | 4 | 0.5% |
| 590 | 4 | 0.5% |
| 780 | 4 | 0.5% |
| Other values (530) | 745 |
| Value | Count | Frequency (%) |
| 0 | 16 | |
| 240 | 1 | 0.1% |
| 250 | 1 | 0.1% |
| 260 | 1 | 0.1% |
| 280 | 3 | 0.4% |
| 290 | 2 | 0.2% |
| 300 | 2 | 0.2% |
| 320 | 3 | 0.4% |
| 330 | 1 | 0.1% |
| 380 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 23670 | 1 | |
| 21810 | 1 | |
| 21580 | 1 | |
| 21240 | 1 | |
| 20550 | 1 | |
| 20310 | 1 | |
| 19650 | 1 | |
| 19470 | 1 | |
| 19260 | 1 | |
| 19200 | 1 |
vehicle_claim
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 618 |
|---|---|
| Distinct (%) | 77.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37476.012 |
| Minimum | 1440 |
|---|---|
| Maximum | 79560 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.4 KiB |
Quantile statistics
| Minimum | 1440 |
|---|---|
| 5-th percentile | 2968.5 |
| Q1 | 28980 |
| median | 41760 |
| Q3 | 50762.5 |
| 95-th percentile | 63457.5 |
| Maximum | 79560 |
| Range | 78120 |
| Interquartile range (IQR) | 21782.5 |
Descriptive statistics
| Standard deviation | 19309.208 |
|---|---|
| Coefficient of variation (CV) | 0.5152418 |
| Kurtosis | -0.56224385 |
| Mean | 37476.012 |
| Median Absolute Deviation (MAD) | 10065 |
| Skewness | -0.56298867 |
| Sum | 29980810 |
| Variance | 3.7284551 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5040 | 6 | 0.8% |
| 44800 | 5 | 0.6% |
| 4720 | 5 | 0.6% |
| 33600 | 5 | 0.6% |
| 3360 | 5 | 0.6% |
| 52080 | 4 | 0.5% |
| 41760 | 4 | 0.5% |
| 35000 | 4 | 0.5% |
| 46160 | 3 | 0.4% |
| 2730 | 3 | 0.4% |
| Other values (608) | 756 |
| Value | Count | Frequency (%) |
| 1440 | 2 | |
| 1680 | 2 | |
| 1750 | 1 | 0.1% |
| 1800 | 1 | 0.1% |
| 1960 | 2 | |
| 1980 | 1 | 0.1% |
| 2030 | 1 | 0.1% |
| 2080 | 1 | 0.1% |
| 2100 | 2 | |
| 2240 | 3 |
| Value | Count | Frequency (%) |
| 79560 | 1 | |
| 77760 | 1 | |
| 77670 | 1 | |
| 76400 | 1 | |
| 76000 | 1 | |
| 75600 | 1 | |
| 75530 | 1 | |
| 74790 | 1 | |
| 73620 | 1 | |
| 73260 | 1 |
auto_year
Real number (ℝ)
| Distinct | 21 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2005.005 |
| Minimum | 1995 |
|---|---|
| Maximum | 2015 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.5 KiB |
Quantile statistics
| Minimum | 1995 |
|---|---|
| 5-th percentile | 1995 |
| Q1 | 2000 |
| median | 2005 |
| Q3 | 2010 |
| 95-th percentile | 2014 |
| Maximum | 2015 |
| Range | 20 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 5.9309734 |
|---|---|
| Coefficient of variation (CV) | 0.0029580841 |
| Kurtosis | -1.1184591 |
| Mean | 2005.005 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.0014939354 |
| Sum | 1604004 |
| Variance | 35.176446 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2003 | 48 | 6.0% |
| 2007 | 47 | 5.9% |
| 2005 | 45 | 5.6% |
| 1999 | 44 | 5.5% |
| 2006 | 42 | 5.2% |
| 1995 | 42 | 5.2% |
| 2002 | 41 | 5.1% |
| 2015 | 39 | 4.9% |
| 2009 | 38 | 4.8% |
| 2010 | 37 | 4.6% |
| Other values (11) | 377 |
| Value | Count | Frequency (%) |
| 1995 | 42 | |
| 1996 | 32 | |
| 1997 | 29 | |
| 1998 | 36 | |
| 1999 | 44 | |
| 2000 | 34 | |
| 2001 | 36 | |
| 2002 | 41 | |
| 2003 | 48 | |
| 2004 | 34 |
| Value | Count | Frequency (%) |
| 2015 | 39 | |
| 2014 | 34 | |
| 2013 | 37 | |
| 2012 | 34 | |
| 2011 | 37 | |
| 2010 | 37 | |
| 2009 | 38 | |
| 2008 | 34 | |
| 2007 | 47 | |
| 2006 | 42 |
policy_state
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.3 KiB |
| OH | |
|---|---|
| IL | |
| IN |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1600 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | IN |
|---|---|
| 2nd row | IN |
| 3rd row | IN |
| 4th row | OH |
| 5th row | OH |
Common Values
| Value | Count | Frequency (%) |
| OH | 282 | |
| IL | 265 | |
| IN | 253 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| oh | 282 | |
| il | 265 | |
| in | 253 |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 518 | |
| O | 282 | |
| H | 282 | |
| L | 265 | |
| N | 253 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1600 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 518 | |
| O | 282 | |
| H | 282 | |
| L | 265 | |
| N | 253 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1600 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| I | 518 | |
| O | 282 | |
| H | 282 | |
| L | 265 | |
| N | 253 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| I | 518 | |
| O | 282 | |
| H | 282 | |
| L | 265 | |
| N | 253 |
policy_csl
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 56.5 KiB |
| 250/500 | |
|---|---|
| 100/300 | |
| 500/1000 |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 7.3 |
| Min length | 7 |
Characters and Unicode
| Total characters | 5840 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 250/500 |
|---|---|
| 2nd row | 500/1000 |
| 3rd row | 100/300 |
| 4th row | 500/1000 |
| 5th row | 100/300 |
Common Values
| Value | Count | Frequency (%) |
| 250/500 | 286 | |
| 100/300 | 274 | |
| 500/1000 | 240 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 250/500 | 286 | |
| 100/300 | 274 | |
| 500/1000 | 240 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3154 | |
| 5 | 812 | 13.9% |
| / | 800 | 13.7% |
| 1 | 514 | 8.8% |
| 2 | 286 | 4.9% |
| 3 | 274 | 4.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5040 | |
| Other Punctuation | 800 | 13.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3154 | |
| 5 | 812 | 16.1% |
| 1 | 514 | 10.2% |
| 2 | 286 | 5.7% |
| 3 | 274 | 5.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 800 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5840 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3154 | |
| 5 | 812 | 13.9% |
| / | 800 | 13.7% |
| 1 | 514 | 8.8% |
| 2 | 286 | 4.9% |
| 3 | 274 | 4.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5840 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3154 | |
| 5 | 812 | 13.9% |
| / | 800 | 13.7% |
| 1 | 514 | 8.8% |
| 2 | 286 | 4.9% |
| 3 | 274 | 4.7% |
insured_sex
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 54.7 KiB |
| FEMALE | |
|---|---|
| MALE |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.065 |
| Min length | 4 |
Characters and Unicode
| Total characters | 4052 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | MALE |
|---|---|
| 2nd row | FEMALE |
| 3rd row | MALE |
| 4th row | FEMALE |
| 5th row | MALE |
Common Values
| Value | Count | Frequency (%) |
| FEMALE | 426 | |
| MALE | 374 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 426 | |
| male | 374 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 1226 | |
| M | 800 | |
| A | 800 | |
| L | 800 | |
| F | 426 | 10.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 4052 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 1226 | |
| M | 800 | |
| A | 800 | |
| L | 800 | |
| F | 426 | 10.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4052 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 1226 | |
| M | 800 | |
| A | 800 | |
| L | 800 | |
| F | 426 | 10.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4052 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 1226 | |
| M | 800 | |
| A | 800 | |
| L | 800 | |
| F | 426 | 10.5% |
insured_hobbies
Categorical
| Distinct | 20 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 57.1 KiB |
| reading | 54 |
|---|---|
| paintball | 52 |
| kayaking | 46 |
| movies | 46 |
| golf | 44 |
| Other values (15) |
Length
| Max length | 14 |
|---|---|
| Median length | 11 |
| Mean length | 8.095 |
| Min length | 4 |
Characters and Unicode
| Total characters | 6476 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | exercise |
|---|---|
| 2nd row | camping |
| 3rd row | reading |
| 4th row | basketball |
| 5th row | basketball |
Common Values
| Value | Count | Frequency (%) |
| reading | 54 | 6.8% |
| paintball | 52 | 6.5% |
| kayaking | 46 | 5.8% |
| movies | 46 | 5.8% |
| golf | 44 | 5.5% |
| bungie-jumping | 44 | 5.5% |
| skydiving | 43 | 5.4% |
| exercise | 42 | 5.2% |
| base-jumping | 40 | 5.0% |
| yachting | 39 | 4.9% |
| Other values (10) | 350 |
Length
| Value | Count | Frequency (%) |
| reading | 54 | 6.8% |
| paintball | 52 | 6.5% |
| kayaking | 46 | 5.8% |
| movies | 46 | 5.8% |
| golf | 44 | 5.5% |
| bungie-jumping | 44 | 5.5% |
| skydiving | 43 | 5.4% |
| exercise | 42 | 5.2% |
| base-jumping | 40 | 5.0% |
| hiking | 39 | 4.9% |
| Other values (10) | 350 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 747 | 11.5% |
| g | 576 | 8.9% |
| a | 565 | 8.7% |
| n | 550 | 8.5% |
| e | 548 | 8.5% |
| s | 433 | 6.7% |
| l | 267 | 4.1% |
| o | 265 | 4.1% |
| p | 244 | 3.8% |
| m | 242 | 3.7% |
| Other values (14) | 2039 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 6291 | |
| Dash Punctuation | 185 | 2.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 747 | |
| g | 576 | 9.2% |
| a | 565 | 9.0% |
| n | 550 | 8.7% |
| e | 548 | 8.7% |
| s | 433 | 6.9% |
| l | 267 | 4.2% |
| o | 265 | 4.2% |
| p | 244 | 3.9% |
| m | 242 | 3.8% |
| Other values (13) | 1854 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 185 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 6291 | |
| Common | 185 | 2.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 747 | |
| g | 576 | 9.2% |
| a | 565 | 9.0% |
| n | 550 | 8.7% |
| e | 548 | 8.7% |
| s | 433 | 6.9% |
| l | 267 | 4.2% |
| o | 265 | 4.2% |
| p | 244 | 3.9% |
| m | 242 | 3.8% |
| Other values (13) | 1854 |
Common
| Value | Count | Frequency (%) |
| - | 185 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6476 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 747 | 11.5% |
| g | 576 | 8.9% |
| a | 565 | 8.7% |
| n | 550 | 8.5% |
| e | 548 | 8.5% |
| s | 433 | 6.7% |
| l | 267 | 4.1% |
| o | 265 | 4.1% |
| p | 244 | 3.8% |
| m | 242 | 3.7% |
| Other values (14) | 2039 |
incident_type
Categorical
HIGH CORRELATION 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 67.3 KiB |
| Multi-vehicle Collision | |
|---|---|
| Single Vehicle Collision | |
| Parked Car | |
| Vehicle Theft |
Length
| Max length | 24 |
|---|---|
| Median length | 23 |
| Mean length | 21.20375 |
| Min length | 10 |
Characters and Unicode
| Total characters | 16963 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Parked Car |
|---|---|
| 2nd row | Multi-vehicle Collision |
| 3rd row | Single Vehicle Collision |
| 4th row | Multi-vehicle Collision |
| 5th row | Single Vehicle Collision |
Common Values
| Value | Count | Frequency (%) |
| Multi-vehicle Collision | 334 | |
| Single Vehicle Collision | 314 | |
| Parked Car | 77 | 9.6% |
| Vehicle Theft | 75 | 9.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| collision | 648 | |
| vehicle | 389 | |
| multi-vehicle | 334 | |
| single | 314 | |
| parked | 77 | 4.0% |
| car | 77 | 4.0% |
| theft | 75 | 3.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 2667 | |
| i | 2667 | |
| e | 1912 | |
| o | 1296 | 7.6% |
| 1114 | 6.6% | |
| n | 962 | 5.7% |
| h | 798 | 4.7% |
| C | 725 | 4.3% |
| c | 723 | 4.3% |
| s | 648 | 3.8% |
| Other values (15) | 3451 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 13601 | |
| Uppercase Letter | 1914 | 11.3% |
| Space Separator | 1114 | 6.6% |
| Dash Punctuation | 334 | 2.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 2667 | |
| i | 2667 | |
| e | 1912 | |
| o | 1296 | |
| n | 962 | 7.1% |
| h | 798 | 5.9% |
| c | 723 | 5.3% |
| s | 648 | 4.8% |
| t | 409 | 3.0% |
| u | 334 | 2.5% |
| Other values (7) | 1185 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 725 | |
| V | 389 | |
| M | 334 | |
| S | 314 | |
| P | 77 | 4.0% |
| T | 75 | 3.9% |
Space Separator
| Value | Count | Frequency (%) |
| 1114 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 334 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 15515 | |
| Common | 1448 | 8.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| l | 2667 | |
| i | 2667 | |
| e | 1912 | |
| o | 1296 | |
| n | 962 | 6.2% |
| h | 798 | 5.1% |
| C | 725 | 4.7% |
| c | 723 | 4.7% |
| s | 648 | 4.2% |
| t | 409 | 2.6% |
| Other values (13) | 2708 |
Common
| Value | Count | Frequency (%) |
| 1114 | ||
| - | 334 | 23.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16963 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| l | 2667 | |
| i | 2667 | |
| e | 1912 | |
| o | 1296 | 7.6% |
| 1114 | 6.6% | |
| n | 962 | 5.7% |
| h | 798 | 4.7% |
| C | 725 | 4.3% |
| c | 723 | 4.3% |
| s | 648 | 3.8% |
| Other values (15) | 3451 |
collision_type
Categorical
HIGH CORRELATION 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.9 KiB |
| Rear Collision | |
|---|---|
| Side Collision | |
| Front Collision | |
| UNKNOWN |
Length
| Max length | 15 |
|---|---|
| Median length | 14 |
| Mean length | 12.925 |
| Min length | 7 |
Characters and Unicode
| Total characters | 10340 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | UNKNOWN |
|---|---|
| 2nd row | Side Collision |
| 3rd row | Rear Collision |
| 4th row | Side Collision |
| 5th row | Rear Collision |
Common Values
| Value | Count | Frequency (%) |
| Rear Collision | 232 | |
| Side Collision | 212 | |
| Front Collision | 204 | |
| UNKNOWN | 152 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| collision | 648 | |
| rear | 232 | 16.0% |
| side | 212 | 14.6% |
| front | 204 | 14.1% |
| unknown | 152 | 10.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 1508 | |
| o | 1500 | |
| l | 1296 | |
| n | 852 | |
| 648 | 6.3% | |
| C | 648 | 6.3% |
| s | 648 | 6.3% |
| N | 456 | 4.4% |
| e | 444 | 4.3% |
| r | 436 | 4.2% |
| Other values (10) | 1904 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7332 | |
| Uppercase Letter | 2360 | 22.8% |
| Space Separator | 648 | 6.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 1508 | |
| o | 1500 | |
| l | 1296 | |
| n | 852 | |
| s | 648 | |
| e | 444 | 6.1% |
| r | 436 | 5.9% |
| a | 232 | 3.2% |
| d | 212 | 2.9% |
| t | 204 | 2.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 648 | |
| N | 456 | |
| R | 232 | 9.8% |
| S | 212 | 9.0% |
| F | 204 | 8.6% |
| U | 152 | 6.4% |
| K | 152 | 6.4% |
| O | 152 | 6.4% |
| W | 152 | 6.4% |
Space Separator
| Value | Count | Frequency (%) |
| 648 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 9692 | |
| Common | 648 | 6.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 1508 | |
| o | 1500 | |
| l | 1296 | |
| n | 852 | |
| C | 648 | 6.7% |
| s | 648 | 6.7% |
| N | 456 | 4.7% |
| e | 444 | 4.6% |
| r | 436 | 4.5% |
| R | 232 | 2.4% |
| Other values (9) | 1672 |
Common
| Value | Count | Frequency (%) |
| 648 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10340 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 1508 | |
| o | 1500 | |
| l | 1296 | |
| n | 852 | |
| 648 | 6.3% | |
| C | 648 | 6.3% |
| s | 648 | 6.3% |
| N | 456 | 4.4% |
| e | 444 | 4.3% |
| r | 436 | 4.2% |
| Other values (10) | 1904 |
incident_severity
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 59.9 KiB |
| Minor Damage | |
|---|---|
| Total Loss | |
| Major Damage | |
| Trivial Damage |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 11.625 |
| Min length | 10 |
Characters and Unicode
| Total characters | 9300 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Minor Damage |
|---|---|
| 2nd row | Total Loss |
| 3rd row | Major Damage |
| 4th row | Major Damage |
| 5th row | Total Loss |
Common Values
| Value | Count | Frequency (%) |
| Minor Damage | 281 | |
| Total Loss | 225 | |
| Major Damage | 219 | |
| Trivial Damage | 75 | 9.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| damage | 575 | |
| minor | 281 | |
| total | 225 | 14.1% |
| loss | 225 | 14.1% |
| major | 219 | 13.7% |
| trivial | 75 | 4.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1669 | |
| o | 950 | |
| 800 | 8.6% | |
| g | 575 | 6.2% |
| m | 575 | 6.2% |
| e | 575 | 6.2% |
| r | 575 | 6.2% |
| D | 575 | 6.2% |
| M | 500 | 5.4% |
| s | 450 | 4.8% |
| Other values (8) | 2056 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 6900 | |
| Uppercase Letter | 1600 | 17.2% |
| Space Separator | 800 | 8.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 1669 | |
| o | 950 | |
| g | 575 | 8.3% |
| m | 575 | 8.3% |
| e | 575 | 8.3% |
| r | 575 | 8.3% |
| s | 450 | 6.5% |
| i | 431 | 6.2% |
| l | 300 | 4.3% |
| n | 281 | 4.1% |
| Other values (3) | 519 | 7.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 575 | |
| M | 500 | |
| T | 300 | |
| L | 225 | 14.1% |
Space Separator
| Value | Count | Frequency (%) |
| 800 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 8500 | |
| Common | 800 | 8.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 1669 | |
| o | 950 | |
| g | 575 | 6.8% |
| m | 575 | 6.8% |
| e | 575 | 6.8% |
| r | 575 | 6.8% |
| D | 575 | 6.8% |
| M | 500 | 5.9% |
| s | 450 | 5.3% |
| i | 431 | 5.1% |
| Other values (7) | 1625 |
Common
| Value | Count | Frequency (%) |
| 800 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9300 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 1669 | |
| o | 950 | |
| 800 | 8.6% | |
| g | 575 | 6.2% |
| m | 575 | 6.2% |
| e | 575 | 6.2% |
| r | 575 | 6.2% |
| D | 575 | 6.2% |
| M | 500 | 5.4% |
| s | 450 | 4.8% |
| Other values (8) | 2056 |
authorities_contacted
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.3 KiB |
| Police | |
|---|---|
| Fire | |
| Other | |
| Ambulance | |
| None |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 5.745 |
| Min length | 4 |
Characters and Unicode
| Total characters | 4596 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | None |
|---|---|
| 2nd row | Ambulance |
| 3rd row | Ambulance |
| 4th row | Police |
| 5th row | Other |
Common Values
| Value | Count | Frequency (%) |
| Police | 235 | |
| Fire | 173 | |
| Other | 156 | |
| Ambulance | 154 | |
| None | 82 | 10.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| police | 235 | |
| fire | 173 | |
| other | 156 | |
| ambulance | 154 | |
| none | 82 | 10.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 800 | |
| i | 408 | 8.9% |
| l | 389 | 8.5% |
| c | 389 | 8.5% |
| r | 329 | 7.2% |
| o | 317 | 6.9% |
| n | 236 | 5.1% |
| P | 235 | 5.1% |
| F | 173 | 3.8% |
| h | 156 | 3.4% |
| Other values (8) | 1164 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3796 | |
| Uppercase Letter | 800 | 17.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 800 | |
| i | 408 | |
| l | 389 | |
| c | 389 | |
| r | 329 | |
| o | 317 | 8.4% |
| n | 236 | 6.2% |
| h | 156 | 4.1% |
| t | 156 | 4.1% |
| m | 154 | 4.1% |
| Other values (3) | 462 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 235 | |
| F | 173 | |
| O | 156 | |
| A | 154 | |
| N | 82 | 10.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4596 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 800 | |
| i | 408 | 8.9% |
| l | 389 | 8.5% |
| c | 389 | 8.5% |
| r | 329 | 7.2% |
| o | 317 | 6.9% |
| n | 236 | 5.1% |
| P | 235 | 5.1% |
| F | 173 | 3.8% |
| h | 156 | 3.4% |
| Other values (8) | 1164 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4596 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 800 | |
| i | 408 | 8.9% |
| l | 389 | 8.5% |
| c | 389 | 8.5% |
| r | 329 | 7.2% |
| o | 317 | 6.9% |
| n | 236 | 5.1% |
| P | 235 | 5.1% |
| F | 173 | 3.8% |
| h | 156 | 3.4% |
| Other values (8) | 1164 |
incident_state
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 52.3 KiB |
| NY | |
|---|---|
| SC | |
| WV | |
| NC | |
| VA | |
| Other values (2) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1600 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | VA |
|---|---|
| 2nd row | VA |
| 3rd row | NY |
| 4th row | WV |
| 5th row | WV |
Common Values
| Value | Count | Frequency (%) |
| NY | 205 | |
| SC | 194 | |
| WV | 174 | |
| NC | 94 | |
| VA | 87 | |
| PA | 28 | 3.5% |
| OH | 18 | 2.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| ny | 205 | |
| sc | 194 | |
| wv | 174 | |
| nc | 94 | |
| va | 87 | |
| pa | 28 | 3.5% |
| oh | 18 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 299 | |
| C | 288 | |
| V | 261 | |
| Y | 205 | |
| S | 194 | |
| W | 174 | |
| A | 115 | 7.2% |
| P | 28 | 1.8% |
| O | 18 | 1.1% |
| H | 18 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1600 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 299 | |
| C | 288 | |
| V | 261 | |
| Y | 205 | |
| S | 194 | |
| W | 174 | |
| A | 115 | 7.2% |
| P | 28 | 1.8% |
| O | 18 | 1.1% |
| H | 18 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1600 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 299 | |
| C | 288 | |
| V | 261 | |
| Y | 205 | |
| S | 194 | |
| W | 174 | |
| A | 115 | 7.2% |
| P | 28 | 1.8% |
| O | 18 | 1.1% |
| H | 18 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 299 | |
| C | 288 | |
| V | 261 | |
| Y | 205 | |
| S | 194 | |
| W | 174 | |
| A | 115 | 7.2% |
| P | 28 | 1.8% |
| O | 18 | 1.1% |
| H | 18 | 1.1% |
incident_city
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 58.0 KiB |
| Springfield | |
|---|---|
| Arlington | |
| Columbus | |
| Hillsdale | |
| Northbend | |
| Other values (2) |
Length
| Max length | 11 |
|---|---|
| Median length | 9 |
| Mean length | 9.2825 |
| Min length | 8 |
Characters and Unicode
| Total characters | 7426 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Arlington |
|---|---|
| 2nd row | Northbend |
| 3rd row | Hillsdale |
| 4th row | Northbrook |
| 5th row | Riverwood |
Common Values
| Value | Count | Frequency (%) |
| Springfield | 127 | |
| Arlington | 122 | |
| Columbus | 119 | |
| Hillsdale | 118 | |
| Northbend | 113 | |
| Riverwood | 110 | |
| Northbrook | 91 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| springfield | 127 | |
| arlington | 122 | |
| columbus | 119 | |
| hillsdale | 118 | |
| northbend | 113 | |
| riverwood | 110 | |
| northbrook | 91 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 847 | 11.4% |
| l | 722 | 9.7% |
| r | 654 | 8.8% |
| i | 604 | 8.1% |
| n | 484 | 6.5% |
| d | 468 | 6.3% |
| e | 468 | 6.3% |
| t | 326 | 4.4% |
| b | 323 | 4.3% |
| g | 249 | 3.4% |
| Other values (16) | 2281 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 6626 | |
| Uppercase Letter | 800 | 10.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 847 | |
| l | 722 | |
| r | 654 | |
| i | 604 | |
| n | 484 | 7.3% |
| d | 468 | 7.1% |
| e | 468 | 7.1% |
| t | 326 | 4.9% |
| b | 323 | 4.9% |
| g | 249 | 3.8% |
| Other values (10) | 1481 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 204 | |
| S | 127 | |
| A | 122 | |
| C | 119 | |
| H | 118 | |
| R | 110 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 7426 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 847 | 11.4% |
| l | 722 | 9.7% |
| r | 654 | 8.8% |
| i | 604 | 8.1% |
| n | 484 | 6.5% |
| d | 468 | 6.3% |
| e | 468 | 6.3% |
| t | 326 | 4.4% |
| b | 323 | 4.3% |
| g | 249 | 3.4% |
| Other values (16) | 2281 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7426 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 847 | 11.4% |
| l | 722 | 9.7% |
| r | 654 | 8.8% |
| i | 604 | 8.1% |
| n | 484 | 6.5% |
| d | 468 | 6.3% |
| e | 468 | 6.3% |
| t | 326 | 4.4% |
| b | 323 | 4.3% |
| g | 249 | 3.4% |
| Other values (16) | 2281 |
property_damage
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 54.0 KiB |
| UNKNOWN | |
|---|---|
| NO | |
| YES |
Length
| Max length | 7 |
|---|---|
| Median length | 3 |
| Mean length | 4.0775 |
| Min length | 2 |
Characters and Unicode
| Total characters | 3262 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NO |
|---|---|
| 2nd row | YES |
| 3rd row | UNKNOWN |
| 4th row | UNKNOWN |
| 5th row | NO |
Common Values
| Value | Count | Frequency (%) |
| UNKNOWN | 286 | |
| NO | 282 | |
| YES | 232 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| unknown | 286 | |
| no | 282 | |
| yes | 232 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 1140 | |
| O | 568 | |
| U | 286 | 8.8% |
| K | 286 | 8.8% |
| W | 286 | 8.8% |
| Y | 232 | 7.1% |
| E | 232 | 7.1% |
| S | 232 | 7.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 3262 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 1140 | |
| O | 568 | |
| U | 286 | 8.8% |
| K | 286 | 8.8% |
| W | 286 | 8.8% |
| Y | 232 | 7.1% |
| E | 232 | 7.1% |
| S | 232 | 7.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3262 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 1140 | |
| O | 568 | |
| U | 286 | 8.8% |
| K | 286 | 8.8% |
| W | 286 | 8.8% |
| Y | 232 | 7.1% |
| E | 232 | 7.1% |
| S | 232 | 7.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3262 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 1140 | |
| O | 568 | |
| U | 286 | 8.8% |
| K | 286 | 8.8% |
| W | 286 | 8.8% |
| Y | 232 | 7.1% |
| E | 232 | 7.1% |
| S | 232 | 7.1% |
police_report_available
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 53.9 KiB |
| NO | |
|---|---|
| UNKNOWN | |
| YES |
Length
| Max length | 7 |
|---|---|
| Median length | 3 |
| Mean length | 3.9925 |
| Min length | 2 |
Characters and Unicode
| Total characters | 3194 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NO |
|---|---|
| 2nd row | UNKNOWN |
| 3rd row | UNKNOWN |
| 4th row | UNKNOWN |
| 5th row | NO |
Common Values
| Value | Count | Frequency (%) |
| NO | 278 | |
| UNKNOWN | 268 | |
| YES | 254 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 278 | |
| unknown | 268 | |
| yes | 254 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 1082 | |
| O | 546 | |
| U | 268 | 8.4% |
| K | 268 | 8.4% |
| W | 268 | 8.4% |
| Y | 254 | 8.0% |
| E | 254 | 8.0% |
| S | 254 | 8.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 3194 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 1082 | |
| O | 546 | |
| U | 268 | 8.4% |
| K | 268 | 8.4% |
| W | 268 | 8.4% |
| Y | 254 | 8.0% |
| E | 254 | 8.0% |
| S | 254 | 8.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3194 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 1082 | |
| O | 546 | |
| U | 268 | 8.4% |
| K | 268 | 8.4% |
| W | 268 | 8.4% |
| Y | 254 | 8.0% |
| E | 254 | 8.0% |
| S | 254 | 8.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3194 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 1082 | |
| O | 546 | |
| U | 268 | 8.4% |
| K | 268 | 8.4% |
| W | 268 | 8.4% |
| Y | 254 | 8.0% |
| E | 254 | 8.0% |
| S | 254 | 8.0% |
auto_make
Categorical
HIGH CORRELATION 
| Distinct | 14 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.2 KiB |
| Suburu | |
|---|---|
| Saab | |
| Chevrolet | |
| Ford | |
| BMW | |
| Other values (9) |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 5.69875 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4559 |
|---|---|
| Distinct characters | 33 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Honda |
|---|---|
| 2nd row | Accura |
| 3rd row | Mercedes |
| 4th row | Chevrolet |
| 5th row | Accura |
Common Values
| Value | Count | Frequency (%) |
| Suburu | 70 | 8.8% |
| Saab | 66 | 8.2% |
| Chevrolet | 59 | 7.4% |
| Ford | 59 | 7.4% |
| BMW | 59 | 7.4% |
| Accura | 58 | 7.2% |
| Audi | 57 | 7.1% |
| Dodge | 57 | 7.1% |
| Volkswagen | 56 | 7.0% |
| Nissan | 56 | 7.0% |
| Other values (4) | 203 |
Length
| Value | Count | Frequency (%) |
| suburu | 70 | 8.8% |
| saab | 66 | 8.2% |
| chevrolet | 59 | 7.4% |
| ford | 59 | 7.4% |
| bmw | 59 | 7.4% |
| accura | 58 | 7.2% |
| audi | 57 | 7.1% |
| dodge | 57 | 7.1% |
| volkswagen | 56 | 7.0% |
| nissan | 56 | 7.0% |
| Other values (4) | 203 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 496 | 10.9% |
| a | 399 | 8.8% |
| o | 381 | 8.4% |
| u | 325 | 7.1% |
| r | 299 | 6.6% |
| d | 270 | 5.9% |
| s | 221 | 4.8% |
| c | 169 | 3.7% |
| n | 156 | 3.4% |
| S | 136 | 3.0% |
| Other values (23) | 1707 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3641 | |
| Uppercase Letter | 918 | 20.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 496 | |
| a | 399 | |
| o | 381 | |
| u | 325 | |
| r | 299 | 8.2% |
| d | 270 | 7.4% |
| s | 221 | 6.1% |
| c | 169 | 4.6% |
| n | 156 | 4.3% |
| b | 136 | 3.7% |
| Other values (10) | 789 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 136 | |
| A | 115 | |
| M | 112 | |
| W | 59 | 6.4% |
| B | 59 | 6.4% |
| F | 59 | 6.4% |
| C | 59 | 6.4% |
| D | 57 | 6.2% |
| V | 56 | 6.1% |
| N | 56 | 6.1% |
| Other values (3) | 150 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4559 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 496 | 10.9% |
| a | 399 | 8.8% |
| o | 381 | 8.4% |
| u | 325 | 7.1% |
| r | 299 | 6.6% |
| d | 270 | 5.9% |
| s | 221 | 4.8% |
| c | 169 | 3.7% |
| n | 156 | 3.4% |
| S | 136 | 3.0% |
| Other values (23) | 1707 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4559 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 496 | 10.9% |
| a | 399 | 8.8% |
| o | 381 | 8.4% |
| u | 325 | 7.1% |
| r | 299 | 6.6% |
| d | 270 | 5.9% |
| s | 221 | 4.8% |
| c | 169 | 3.7% |
| n | 156 | 3.4% |
| S | 136 | 3.0% |
| Other values (23) | 1707 |
auto_model
Categorical
HIGH CORRELATION 
| Distinct | 39 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 54.8 KiB |
| Wrangler | 33 |
|---|---|
| A3 | 32 |
| Jetta | 32 |
| MDX | 31 |
| RAM | 31 |
| Other values (34) |
Length
| Max length | 14 |
|---|---|
| Median length | 9 |
| Mean length | 5.12 |
| Min length | 2 |
Characters and Unicode
| Total characters | 4096 |
|---|---|
| Distinct characters | 52 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Civic |
|---|---|
| 2nd row | MDX |
| 3rd row | E400 |
| 4th row | Silverado |
| 5th row | TL |
Common Values
| Value | Count | Frequency (%) |
| Wrangler | 33 | 4.1% |
| A3 | 32 | 4.0% |
| Jetta | 32 | 4.0% |
| MDX | 31 | 3.9% |
| RAM | 31 | 3.9% |
| Legacy | 30 | 3.8% |
| Neon | 26 | 3.2% |
| Forrestor | 26 | 3.2% |
| 92x | 25 | 3.1% |
| A5 | 25 | 3.1% |
| Other values (29) | 509 |
Length
| Value | Count | Frequency (%) |
| wrangler | 33 | 4.0% |
| a3 | 32 | 3.8% |
| jetta | 32 | 3.8% |
| mdx | 31 | 3.7% |
| ram | 31 | 3.7% |
| legacy | 30 | 3.6% |
| neon | 26 | 3.1% |
| forrestor | 26 | 3.1% |
| a5 | 25 | 3.0% |
| 92x | 25 | 3.0% |
| Other values (31) | 543 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 381 | 9.3% |
| e | 339 | 8.3% |
| r | 309 | 7.5% |
| o | 191 | 4.7% |
| i | 180 | 4.4% |
| t | 153 | 3.7% |
| l | 139 | 3.4% |
| n | 133 | 3.2% |
| M | 133 | 3.2% |
| s | 125 | 3.1% |
| Other values (42) | 2013 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2624 | |
| Uppercase Letter | 965 | 23.6% |
| Decimal Number | 473 | 11.5% |
| Space Separator | 34 | 0.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 381 | |
| e | 339 | |
| r | 309 | |
| o | 191 | 7.3% |
| i | 180 | 6.9% |
| t | 153 | 5.8% |
| l | 139 | 5.3% |
| n | 133 | 5.1% |
| s | 125 | 4.8% |
| c | 87 | 3.3% |
| Other values (13) | 587 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 133 | |
| C | 103 | |
| A | 98 | 10.2% |
| X | 74 | 7.7% |
| F | 66 | 6.8% |
| L | 63 | 6.5% |
| R | 58 | 6.0% |
| P | 43 | 4.5% |
| E | 42 | 4.4% |
| S | 40 | 4.1% |
| Other values (10) | 245 |
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 116 | |
| 0 | 111 | |
| 3 | 96 | |
| 9 | 66 | |
| 2 | 25 | 5.3% |
| 4 | 23 | 4.9% |
| 1 | 22 | 4.7% |
| 6 | 14 | 3.0% |
Space Separator
| Value | Count | Frequency (%) |
| 34 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3589 | |
| Common | 507 | 12.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 381 | 10.6% |
| e | 339 | 9.4% |
| r | 309 | 8.6% |
| o | 191 | 5.3% |
| i | 180 | 5.0% |
| t | 153 | 4.3% |
| l | 139 | 3.9% |
| n | 133 | 3.7% |
| M | 133 | 3.7% |
| s | 125 | 3.5% |
| Other values (33) | 1506 |
Common
| Value | Count | Frequency (%) |
| 5 | 116 | |
| 0 | 111 | |
| 3 | 96 | |
| 9 | 66 | |
| 34 | 6.7% | |
| 2 | 25 | 4.9% |
| 4 | 23 | 4.5% |
| 1 | 22 | 4.3% |
| 6 | 14 | 2.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4096 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 381 | 9.3% |
| e | 339 | 8.3% |
| r | 309 | 7.5% |
| o | 191 | 4.7% |
| i | 180 | 4.4% |
| t | 153 | 3.7% |
| l | 139 | 3.4% |
| n | 133 | 3.2% |
| M | 133 | 3.2% |
| s | 125 | 3.1% |
| Other values (42) | 2013 |
fraud_reported
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 602 | |
| True | 198 | 24.8% |
| months_as_customer | age | policy_number | policy_annual_premium | umbrella_limit | insured_zip | capital-gains | capital-loss | incident_hour_of_the_day | total_claim_amount | injury_claim | property_claim | vehicle_claim | auto_year | policy_deductable | number_of_vehicles_involved | bodily_injuries | witnesses | policy_state | policy_csl | insured_sex | insured_hobbies | incident_type | collision_type | incident_severity | authorities_contacted | incident_state | incident_city | property_damage | police_report_available | auto_make | auto_model | fraud_reported | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| months_as_customer | 1.000 | 0.912 | 0.033 | 0.000 | 0.017 | 0.001 | -0.010 | 0.004 | 0.101 | 0.045 | 0.062 | 0.011 | 0.044 | 0.022 | 0.000 | 0.000 | 0.058 | 0.000 | 0.046 | 0.000 | 0.110 | 0.042 | 0.000 | 0.000 | 0.049 | 0.000 | 0.000 | 0.038 | 0.000 | 0.077 | 0.000 | 0.000 | 0.000 |
| age | 0.912 | 1.000 | 0.046 | 0.011 | 0.007 | -0.008 | -0.036 | -0.017 | 0.114 | 0.063 | 0.077 | 0.046 | 0.052 | 0.022 | 0.000 | 0.104 | 0.000 | 0.019 | 0.023 | 0.022 | 0.062 | 0.000 | 0.000 | 0.000 | 0.041 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| policy_number | 0.033 | 0.046 | 1.000 | 0.011 | -0.010 | 0.014 | -0.016 | -0.025 | 0.013 | -0.028 | -0.023 | -0.018 | -0.033 | 0.011 | 0.000 | 0.000 | 0.000 | 0.043 | 0.056 | 0.012 | 0.000 | 0.027 | 0.013 | 0.050 | 0.000 | 0.024 | 0.000 | 0.033 | 0.067 | 0.028 | 0.042 | 0.030 | 0.000 |
| policy_annual_premium | 0.000 | 0.011 | 0.011 | 1.000 | -0.000 | 0.057 | -0.024 | 0.037 | -0.018 | -0.000 | -0.022 | 0.005 | 0.013 | -0.050 | 0.065 | 0.000 | 0.000 | 0.027 | 0.000 | 0.088 | 0.159 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.060 | 0.046 | 0.000 | 0.000 | 0.041 |
| umbrella_limit | 0.017 | 0.007 | -0.010 | -0.000 | 1.000 | 0.034 | -0.024 | -0.027 | -0.053 | -0.055 | -0.050 | -0.027 | -0.052 | 0.021 | 0.000 | 0.097 | 0.087 | 0.000 | 0.060 | 0.000 | 0.000 | 0.022 | 0.000 | 0.000 | 0.045 | 0.017 | 0.097 | 0.056 | 0.000 | 0.057 | 0.000 | 0.000 | 0.052 |
| insured_zip | 0.001 | -0.008 | 0.014 | 0.057 | 0.034 | 1.000 | -0.032 | 0.055 | -0.009 | 0.023 | -0.003 | 0.023 | 0.007 | -0.055 | 0.000 | 0.031 | 0.000 | 0.000 | 0.029 | 0.000 | 0.000 | 0.025 | 0.024 | 0.000 | 0.000 | 0.000 | 0.027 | 0.034 | 0.026 | 0.081 | 0.000 | 0.000 | 0.069 |
| capital-gains | -0.010 | -0.036 | -0.016 | -0.024 | -0.024 | -0.032 | 1.000 | -0.065 | -0.037 | 0.007 | 0.019 | 0.002 | 0.002 | 0.038 | 0.000 | 0.090 | 0.076 | 0.039 | 0.000 | 0.080 | 0.000 | 0.047 | 0.027 | 0.000 | 0.016 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.000 | 0.000 |
| capital-loss | 0.004 | -0.017 | -0.025 | 0.037 | -0.027 | 0.055 | -0.065 | 1.000 | -0.017 | -0.046 | -0.054 | -0.019 | -0.042 | -0.046 | 0.029 | 0.000 | 0.000 | 0.000 | 0.058 | 0.000 | 0.089 | 0.036 | 0.000 | 0.051 | 0.004 | 0.027 | 0.000 | 0.050 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 |
| incident_hour_of_the_day | 0.101 | 0.114 | 0.013 | -0.018 | -0.053 | -0.009 | -0.037 | -0.017 | 1.000 | 0.197 | 0.175 | 0.188 | 0.194 | 0.031 | 0.085 | 0.118 | 0.000 | 0.027 | 0.000 | 0.000 | 0.000 | 0.000 | 0.269 | 0.284 | 0.196 | 0.176 | 0.000 | 0.000 | 0.000 | 0.023 | 0.000 | 0.000 | 0.081 |
| total_claim_amount | 0.045 | 0.063 | -0.028 | -0.000 | -0.055 | 0.023 | 0.007 | -0.046 | 0.197 | 1.000 | 0.812 | 0.816 | 0.969 | -0.010 | 0.000 | 0.244 | 0.055 | 0.000 | 0.000 | 0.000 | 0.057 | 0.031 | 0.576 | 0.575 | 0.431 | 0.388 | 0.027 | 0.000 | 0.000 | 0.066 | 0.000 | 0.026 | 0.150 |
| injury_claim | 0.062 | 0.077 | -0.023 | -0.022 | -0.050 | -0.003 | 0.019 | -0.054 | 0.175 | 0.812 | 1.000 | 0.598 | 0.718 | 0.019 | 0.056 | 0.216 | 0.076 | 0.000 | 0.040 | 0.000 | 0.000 | 0.034 | 0.540 | 0.539 | 0.395 | 0.371 | 0.000 | 0.000 | 0.000 | 0.037 | 0.047 | 0.048 | 0.106 |
| property_claim | 0.011 | 0.046 | -0.018 | 0.005 | -0.027 | 0.023 | 0.002 | -0.019 | 0.188 | 0.816 | 0.598 | 1.000 | 0.720 | 0.021 | 0.036 | 0.215 | 0.061 | 0.000 | 0.000 | 0.037 | 0.020 | 0.000 | 0.539 | 0.543 | 0.399 | 0.365 | 0.000 | 0.014 | 0.029 | 0.000 | 0.000 | 0.071 | 0.174 |
| vehicle_claim | 0.044 | 0.052 | -0.033 | 0.013 | -0.052 | 0.007 | 0.002 | -0.042 | 0.194 | 0.969 | 0.718 | 0.720 | 1.000 | -0.032 | 0.035 | 0.239 | 0.062 | 0.000 | 0.000 | 0.038 | 0.000 | 0.020 | 0.576 | 0.576 | 0.431 | 0.383 | 0.053 | 0.000 | 0.000 | 0.090 | 0.000 | 0.000 | 0.159 |
| auto_year | 0.022 | 0.022 | 0.011 | -0.050 | 0.021 | -0.055 | 0.038 | -0.046 | 0.031 | -0.010 | 0.019 | 0.021 | -0.032 | 1.000 | 0.032 | 0.056 | 0.097 | 0.074 | 0.000 | 0.000 | 0.083 | 0.000 | 0.039 | 0.000 | 0.000 | 0.055 | 0.054 | 0.026 | 0.034 | 0.000 | 0.000 | 0.000 | 0.042 |
| policy_deductable | 0.000 | 0.000 | 0.000 | 0.065 | 0.000 | 0.000 | 0.000 | 0.029 | 0.085 | 0.000 | 0.056 | 0.036 | 0.035 | 0.032 | 1.000 | 0.072 | 0.043 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.048 | 0.000 | 0.000 | 0.000 | 0.056 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| number_of_vehicles_involved | 0.000 | 0.104 | 0.000 | 0.000 | 0.097 | 0.031 | 0.090 | 0.000 | 0.118 | 0.244 | 0.216 | 0.215 | 0.239 | 0.056 | 0.072 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.028 | 0.000 | 0.575 | 0.236 | 0.181 | 0.180 | 0.000 | 0.032 | 0.000 | 0.000 | 0.000 | 0.071 | 0.000 |
| bodily_injuries | 0.058 | 0.000 | 0.000 | 0.000 | 0.087 | 0.000 | 0.076 | 0.000 | 0.000 | 0.055 | 0.076 | 0.061 | 0.062 | 0.097 | 0.043 | 0.000 | 1.000 | 0.000 | 0.061 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.042 |
| witnesses | 0.000 | 0.019 | 0.043 | 0.027 | 0.000 | 0.000 | 0.039 | 0.000 | 0.027 | 0.000 | 0.000 | 0.000 | 0.000 | 0.074 | 0.020 | 0.000 | 0.000 | 1.000 | 0.000 | 0.023 | 0.020 | 0.055 | 0.000 | 0.055 | 0.044 | 0.007 | 0.033 | 0.042 | 0.025 | 0.000 | 0.000 | 0.000 | 0.061 |
| policy_state | 0.046 | 0.023 | 0.056 | 0.000 | 0.060 | 0.029 | 0.000 | 0.058 | 0.000 | 0.000 | 0.040 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.061 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.026 | 0.000 | 0.029 | 0.000 | 0.000 | 0.044 | 0.045 | 0.082 | 0.088 | 0.000 |
| policy_csl | 0.000 | 0.022 | 0.012 | 0.088 | 0.000 | 0.000 | 0.080 | 0.000 | 0.000 | 0.000 | 0.000 | 0.037 | 0.038 | 0.000 | 0.000 | 0.000 | 0.000 | 0.023 | 0.000 | 1.000 | 0.000 | 0.000 | 0.021 | 0.062 | 0.000 | 0.039 | 0.000 | 0.000 | 0.000 | 0.061 | 0.000 | 0.053 | 0.000 |
| insured_sex | 0.110 | 0.062 | 0.000 | 0.159 | 0.000 | 0.000 | 0.000 | 0.089 | 0.000 | 0.057 | 0.000 | 0.020 | 0.000 | 0.083 | 0.000 | 0.028 | 0.000 | 0.020 | 0.000 | 0.000 | 1.000 | 0.081 | 0.012 | 0.000 | 0.000 | 0.064 | 0.062 | 0.036 | 0.020 | 0.026 | 0.000 | 0.085 | 0.000 |
| insured_hobbies | 0.042 | 0.000 | 0.027 | 0.000 | 0.022 | 0.025 | 0.047 | 0.036 | 0.000 | 0.031 | 0.034 | 0.000 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.055 | 0.000 | 0.000 | 0.081 | 1.000 | 0.044 | 0.068 | 0.000 | 0.000 | 0.052 | 0.025 | 0.000 | 0.107 | 0.029 | 0.038 | 0.436 |
| incident_type | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.024 | 0.027 | 0.000 | 0.269 | 0.576 | 0.540 | 0.539 | 0.576 | 0.039 | 0.048 | 0.575 | 0.000 | 0.000 | 0.000 | 0.021 | 0.012 | 0.044 | 1.000 | 0.576 | 0.424 | 0.448 | 0.063 | 0.031 | 0.000 | 0.000 | 0.000 | 0.098 | 0.158 |
| collision_type | 0.000 | 0.000 | 0.050 | 0.000 | 0.000 | 0.000 | 0.000 | 0.051 | 0.284 | 0.575 | 0.539 | 0.543 | 0.576 | 0.000 | 0.000 | 0.236 | 0.000 | 0.055 | 0.026 | 0.062 | 0.000 | 0.068 | 0.576 | 1.000 | 0.424 | 0.445 | 0.070 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.157 |
| incident_severity | 0.049 | 0.041 | 0.000 | 0.000 | 0.045 | 0.000 | 0.016 | 0.004 | 0.196 | 0.431 | 0.395 | 0.399 | 0.431 | 0.000 | 0.000 | 0.181 | 0.000 | 0.044 | 0.000 | 0.000 | 0.000 | 0.000 | 0.424 | 0.424 | 1.000 | 0.313 | 0.041 | 0.000 | 0.071 | 0.000 | 0.000 | 0.000 | 0.498 |
| authorities_contacted | 0.000 | 0.000 | 0.024 | 0.000 | 0.017 | 0.000 | 0.000 | 0.027 | 0.176 | 0.388 | 0.371 | 0.365 | 0.383 | 0.055 | 0.000 | 0.180 | 0.000 | 0.007 | 0.029 | 0.039 | 0.064 | 0.000 | 0.448 | 0.445 | 0.313 | 1.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.153 |
| incident_state | 0.000 | 0.000 | 0.000 | 0.000 | 0.097 | 0.027 | 0.000 | 0.000 | 0.000 | 0.027 | 0.000 | 0.000 | 0.053 | 0.054 | 0.056 | 0.000 | 0.000 | 0.033 | 0.000 | 0.000 | 0.062 | 0.052 | 0.063 | 0.070 | 0.041 | 0.010 | 1.000 | 0.000 | 0.000 | 0.064 | 0.010 | 0.045 | 0.135 |
| incident_city | 0.038 | 0.000 | 0.033 | 0.000 | 0.056 | 0.034 | 0.000 | 0.050 | 0.000 | 0.000 | 0.000 | 0.014 | 0.000 | 0.026 | 0.000 | 0.032 | 0.011 | 0.042 | 0.000 | 0.000 | 0.036 | 0.025 | 0.031 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.084 | 0.048 | 0.014 | 0.093 | 0.000 |
| property_damage | 0.000 | 0.000 | 0.067 | 0.060 | 0.000 | 0.026 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.029 | 0.000 | 0.034 | 0.000 | 0.000 | 0.000 | 0.025 | 0.044 | 0.000 | 0.020 | 0.000 | 0.000 | 0.000 | 0.071 | 0.000 | 0.000 | 0.084 | 1.000 | 0.000 | 0.000 | 0.060 | 0.084 |
| police_report_available | 0.077 | 0.000 | 0.028 | 0.046 | 0.057 | 0.081 | 0.000 | 0.000 | 0.023 | 0.066 | 0.037 | 0.000 | 0.090 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.045 | 0.061 | 0.026 | 0.107 | 0.000 | 0.000 | 0.000 | 0.000 | 0.064 | 0.048 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
| auto_make | 0.000 | 0.000 | 0.042 | 0.000 | 0.000 | 0.000 | 0.024 | 0.006 | 0.000 | 0.000 | 0.047 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.082 | 0.000 | 0.000 | 0.029 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.014 | 0.000 | 0.000 | 1.000 | 0.984 | 0.000 |
| auto_model | 0.000 | 0.000 | 0.030 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.026 | 0.048 | 0.071 | 0.000 | 0.000 | 0.000 | 0.071 | 0.000 | 0.000 | 0.088 | 0.053 | 0.085 | 0.038 | 0.098 | 0.000 | 0.000 | 0.000 | 0.045 | 0.093 | 0.060 | 0.000 | 0.984 | 1.000 | 0.113 |
| fraud_reported | 0.000 | 0.000 | 0.000 | 0.041 | 0.052 | 0.069 | 0.000 | 0.000 | 0.081 | 0.150 | 0.106 | 0.174 | 0.159 | 0.042 | 0.000 | 0.000 | 0.042 | 0.061 | 0.000 | 0.000 | 0.000 | 0.436 | 0.158 | 0.157 | 0.498 | 0.153 | 0.135 | 0.000 | 0.084 | 0.000 | 0.000 | 0.113 | 1.000 |
| months_as_customer | age | policy_number | policy_deductable | policy_annual_premium | umbrella_limit | insured_zip | capital-gains | capital-loss | incident_hour_of_the_day | number_of_vehicles_involved | bodily_injuries | witnesses | total_claim_amount | injury_claim | property_claim | vehicle_claim | auto_year | policy_state | policy_csl | insured_sex | insured_hobbies | incident_type | collision_type | incident_severity | authorities_contacted | incident_state | incident_city | property_damage | police_report_available | auto_make | auto_model | fraud_reported | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 887 | 441 | 55 | 669501 | 500 | 1270 | 4000000 | 449421 | 24000 | -50500 | 4 | 1 | 0 | 0 | 6400 | 640 | 640 | 5120 | 2002 | IN | 250/500 | MALE | exercise | Parked Car | UNKNOWN | Minor Damage | None | VA | Arlington | NO | NO | Honda | Civic | N |
| 317 | 275 | 45 | 403737 | 2000 | 1447 | 0 | 605756 | 39400 | -63900 | 8 | 3 | 1 | 1 | 64320 | 5360 | 10720 | 48240 | 1998 | IN | 500/1000 | FEMALE | camping | Multi-vehicle Collision | Side Collision | Total Loss | Ambulance | VA | Northbend | YES | UNKNOWN | Accura | MDX | N |
| 796 | 421 | 56 | 728025 | 500 | 1935 | 4000000 | 470826 | 49500 | -81100 | 7 | 1 | 2 | 3 | 92730 | 16860 | 8430 | 67440 | 2004 | IN | 100/300 | MALE | reading | Single Vehicle Collision | Rear Collision | Major Damage | Ambulance | NY | Hillsdale | UNKNOWN | UNKNOWN | Mercedes | E400 | Y |
| 425 | 4 | 34 | 424358 | 500 | 1282 | 0 | 616126 | 0 | 0 | 0 | 4 | 0 | 0 | 66880 | 6080 | 12160 | 48640 | 1996 | OH | 500/1000 | FEMALE | basketball | Multi-vehicle Collision | Side Collision | Major Damage | Police | WV | Northbrook | UNKNOWN | UNKNOWN | Chevrolet | Silverado | Y |
| 991 | 257 | 44 | 109392 | 1000 | 1280 | 0 | 433981 | 59400 | -32200 | 21 | 1 | 0 | 1 | 46980 | 0 | 5220 | 41760 | 2002 | OH | 100/300 | MALE | basketball | Single Vehicle Collision | Rear Collision | Total Loss | Other | WV | Riverwood | NO | NO | Accura | TL | N |
| 924 | 135 | 30 | 913464 | 2000 | 1341 | 0 | 601701 | 37100 | -46500 | 18 | 3 | 0 | 1 | 32670 | 5940 | 2970 | 23760 | 2003 | IN | 500/1000 | FEMALE | skydiving | Multi-vehicle Collision | Rear Collision | Minor Damage | Ambulance | WV | Riverwood | NO | NO | Honda | Accord | N |
| 828 | 105 | 28 | 866805 | 500 | 1082 | 0 | 452216 | 0 | 0 | 12 | 3 | 2 | 2 | 60500 | 12100 | 6050 | 42350 | 1995 | OH | 250/500 | FEMALE | golf | Multi-vehicle Collision | Rear Collision | Major Damage | Fire | SC | Riverwood | NO | NO | Audi | A5 | N |
| 364 | 291 | 46 | 832746 | 1000 | 994 | 0 | 452701 | 0 | -55300 | 8 | 1 | 2 | 2 | 5580 | 620 | 620 | 4340 | 2005 | OH | 500/1000 | FEMALE | polo | Parked Car | UNKNOWN | Minor Damage | Police | SC | Hillsdale | NO | YES | Volkswagen | Passat | Y |
| 683 | 238 | 43 | 444035 | 1000 | 1524 | 4000000 | 607458 | 0 | -44800 | 21 | 4 | 0 | 0 | 42700 | 4270 | 4270 | 34160 | 1995 | OH | 250/500 | MALE | chess | Multi-vehicle Collision | Rear Collision | Total Loss | Ambulance | NC | Hillsdale | NO | NO | Saab | 92x | Y |
| 242 | 190 | 40 | 390381 | 2000 | 965 | 0 | 610354 | 36900 | -53700 | 10 | 1 | 2 | 1 | 6300 | 630 | 630 | 5040 | 2001 | OH | 500/1000 | FEMALE | camping | Parked Car | UNKNOWN | Trivial Damage | None | SC | Hillsdale | UNKNOWN | YES | Nissan | Ultima | N |
| months_as_customer | age | policy_number | policy_deductable | policy_annual_premium | umbrella_limit | insured_zip | capital-gains | capital-loss | incident_hour_of_the_day | number_of_vehicles_involved | bodily_injuries | witnesses | total_claim_amount | injury_claim | property_claim | vehicle_claim | auto_year | policy_state | policy_csl | insured_sex | insured_hobbies | incident_type | collision_type | incident_severity | authorities_contacted | incident_state | incident_city | property_damage | police_report_available | auto_make | auto_model | fraud_reported | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 315 | 256 | 42 | 860497 | 1000 | 1286 | 0 | 460564 | 0 | -39500 | 14 | 1 | 2 | 1 | 75500 | 7550 | 15100 | 52850 | 1998 | IL | 500/1000 | FEMALE | bungie-jumping | Single Vehicle Collision | Rear Collision | Minor Damage | Police | WV | Northbend | NO | UNKNOWN | Nissan | Ultima | N |
| 472 | 360 | 51 | 484321 | 1000 | 1152 | 0 | 434669 | 0 | -62400 | 15 | 3 | 2 | 0 | 90480 | 15080 | 15080 | 60320 | 2000 | IL | 250/500 | MALE | hiking | Multi-vehicle Collision | Side Collision | Total Loss | Ambulance | WV | Riverwood | NO | YES | BMW | X6 | N |
| 799 | 34 | 24 | 482404 | 2000 | 1550 | 0 | 435632 | 0 | -27700 | 20 | 1 | 0 | 1 | 3960 | 660 | 660 | 2640 | 1998 | IN | 500/1000 | FEMALE | dancing | Parked Car | UNKNOWN | Trivial Damage | None | VA | Hillsdale | YES | UNKNOWN | Audi | A3 | N |
| 447 | 352 | 53 | 993840 | 500 | 1793 | 0 | 619166 | 0 | 0 | 23 | 1 | 2 | 2 | 68750 | 12500 | 6250 | 50000 | 2009 | IL | 250/500 | MALE | exercise | Single Vehicle Collision | Front Collision | Minor Damage | Fire | NC | Riverwood | YES | NO | Chevrolet | Malibu | N |
| 923 | 90 | 31 | 524215 | 2000 | 951 | 0 | 607131 | 42100 | 0 | 2 | 1 | 1 | 0 | 75790 | 13780 | 6890 | 55120 | 2007 | OH | 250/500 | FEMALE | hiking | Single Vehicle Collision | Rear Collision | Total Loss | Other | SC | Hillsdale | YES | YES | Accura | RSX | N |
| 678 | 276 | 45 | 749325 | 500 | 948 | 0 | 430621 | 44500 | -61400 | 11 | 3 | 0 | 2 | 69300 | 13860 | 6930 | 48510 | 2010 | IL | 500/1000 | FEMALE | reading | Multi-vehicle Collision | Front Collision | Minor Damage | Fire | SC | Columbus | UNKNOWN | UNKNOWN | Ford | Escape | N |
| 789 | 169 | 34 | 725330 | 500 | 1469 | 0 | 458132 | 0 | -57600 | 0 | 1 | 0 | 0 | 38700 | 7740 | 3870 | 27090 | 2012 | IN | 100/300 | FEMALE | reading | Single Vehicle Collision | Rear Collision | Minor Damage | Fire | VA | Arlington | UNKNOWN | YES | Volkswagen | Passat | N |
| 240 | 249 | 43 | 547802 | 1000 | 1518 | 0 | 606238 | 0 | 0 | 16 | 1 | 0 | 0 | 53500 | 5350 | 5350 | 42800 | 2015 | IL | 250/500 | FEMALE | cross-fit | Single Vehicle Collision | Front Collision | Major Damage | Fire | SC | Riverwood | UNKNOWN | YES | Saab | 92x | N |
| 263 | 244 | 40 | 226725 | 2000 | 1304 | 7000000 | 605408 | 0 | -45000 | 5 | 3 | 1 | 1 | 61490 | 5590 | 11180 | 44720 | 2001 | IN | 500/1000 | MALE | base-jumping | Multi-vehicle Collision | Side Collision | Minor Damage | Police | SC | Hillsdale | UNKNOWN | UNKNOWN | Dodge | RAM | N |
| 594 | 160 | 38 | 497929 | 500 | 1733 | 0 | 441425 | 0 | -43800 | 13 | 3 | 2 | 1 | 66780 | 7420 | 14840 | 44520 | 1996 | OH | 250/500 | MALE | sleeping | Multi-vehicle Collision | Side Collision | Major Damage | Fire | SC | Hillsdale | NO | YES | Mercedes | ML350 | N |